{"adoption": {"forks": 808, "observed_at": "2026-08-28T04:05:11.960991+00:00", "stars": 1617}, "canonical_url": "https://ross.abutalabs.com/products/aima-java", "card": {"archived": false, "artifact_type": "library", "description": "Java implementation of algorithms from Russell And Norvig's \"Artificial Intelligence - A Modern Approach\"", "domain": ["artificial-intelligence", "education"], "enriched": true, "function": ["machine-learning", "search-engine", "agent-framework"], "health_score": 72, "homepage": null, "language": "Java", "license": "MIT", "license_family": "permissive", "maturity": "maintenance", "member_repos": ["aimacode/aima-java"], "name": "aimacode/aima-java", "platform": ["jvm", "cross-platform"], "pushed_at": "2026-06-10T16:38:18+00:00", "repo": "aimacode/aima-java", "stars": 1617, "tags": ["aima", "textbook-algorithms", "java", "ai-education", "search-algorithms", "agents", "algorithms"], "topics": [], "urls": [], "use_cases": ["implement AIMA textbook algorithms in Java", "study artificial intelligence algorithms alongside a course", "experiment with search algorithms like A* and minimax", "build simple intelligent agents like vacuum or reflex agents", "use classic AI algorithm implementations as a Java dependency"], "what_it_is": "A Java implementation of the algorithms from Russell and Norvig's 'Artificial Intelligence: A Modern Approach' (3rd edition), covering agents, search, logic, and learning. It is intended as a companion for AI courses or self-study, and is also available as a Maven library.", "when_to_avoid": ["you need production-grade, high-performance AI or ML tooling", "you want modern deep learning or LLM capabilities", "you need actively developed features or up-to-date demos"], "when_to_choose": ["you are teaching or learning from the AIMA 3rd edition textbook", "you want reference implementations of classic AI algorithms in Java", "you need a JVM library of educational AI algorithms"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/aima-java", "repo": "aimacode/aima-java", "role": "main", "score": 62}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:05:11.960991+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T03:49:44.708155+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9b6df52e32130c4babc76d4257c722c30924c47d30ffedff4e4e1543542955ce", "fetched_at": "2026-08-28T04:05:11.960991+00:00", "kind": "readme", "missing": false, "url": "https://github.com/aimacode/aima-java"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:05:11.960991+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T03:49:44.708155+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9b6df52e32130c4babc76d4257c722c30924c47d30ffedff4e4e1543542955ce", "fetched_at": "2026-08-28T04:05:11.960991+00:00", "kind": "readme", "missing": false, "url": "https://github.com/aimacode/aima-java"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T03:49:44.708155+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9b6df52e32130c4babc76d4257c722c30924c47d30ffedff4e4e1543542955ce", "fetched_at": "2026-08-28T04:05:11.960991+00:00", "kind": "readme", "missing": false, "url": "https://github.com/aimacode/aima-java"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:05:11.960991+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:05:11.960991+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:05:11.960991+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T03:49:44.708155+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9b6df52e32130c4babc76d4257c722c30924c47d30ffedff4e4e1543542955ce", "fetched_at": "2026-08-28T04:05:11.960991+00:00", "kind": "readme", "missing": false, "url": "https://github.com/aimacode/aima-java"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:05:11.960991+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:05:11.960991+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T03:49:44.708155+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9b6df52e32130c4babc76d4257c722c30924c47d30ffedff4e4e1543542955ce", "fetched_at": "2026-08-28T04:05:11.960991+00:00", "kind": "readme", "missing": false, "url": "https://github.com/aimacode/aima-java"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:05:11.960991+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:05:11.960991+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:05:11.960991+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T03:49:44.708155+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9b6df52e32130c4babc76d4257c722c30924c47d30ffedff4e4e1543542955ce", "fetched_at": "2026-08-28T04:05:11.960991+00:00", "kind": "readme", "missing": false, "url": "https://github.com/aimacode/aima-java"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:05:11.960991+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:05:11.960991+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T03:49:44.708155+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9b6df52e32130c4babc76d4257c722c30924c47d30ffedff4e4e1543542955ce", "fetched_at": "2026-08-28T04:05:11.960991+00:00", "kind": "readme", "missing": false, "url": "https://github.com/aimacode/aima-java"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T03:49:44.708155+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9b6df52e32130c4babc76d4257c722c30924c47d30ffedff4e4e1543542955ce", "fetched_at": "2026-08-28T04:05:11.960991+00:00", "kind": "readme", "missing": false, "url": "https://github.com/aimacode/aima-java"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T03:49:44.708155+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9b6df52e32130c4babc76d4257c722c30924c47d30ffedff4e4e1543542955ce", "fetched_at": "2026-08-28T04:05:11.960991+00:00", "kind": "readme", "missing": false, "url": "https://github.com/aimacode/aima-java"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T03:49:44.708155+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9b6df52e32130c4babc76d4257c722c30924c47d30ffedff4e4e1543542955ce", "fetched_at": "2026-08-28T04:05:11.960991+00:00", "kind": "readme", "missing": false, "url": "https://github.com/aimacode/aima-java"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 86, "longevity": 100, "rhythm": 8}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": [], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 4192, "days_push": 84, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 62, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}